research
∙
05/09/2021
The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification
Using bag of words representations of time series is a popular approach ...
share
research
∙
04/15/2021
HIVE-COTE 2.0: a new meta ensemble for time series classification
The Hierarchical Vote Collective of Transformation-based Ensembles (HIVE...
research
∙
08/20/2020
The Canonical Interval Forest (CIF) Classifier for Time Series Classification
Time series classification (TSC) is home to a number of algorithm groups...
research
∙
04/25/2020
Detecting Electric Devices in 3D Images of Bags
The aviation and transport security industries face the challenge of scr...
research
∙
04/13/2020
On the Usage and Performance of The Hierarchical Vote Collective of Transformation-based Ensembles version 1.0 (HIVE-COTE 1.0)
The Hierarchical Vote Collective of Transformation-based Ensembles (HIVE...
research
∙
11/27/2019
A tale of two toolkits, report the second: bake off redux. Chapter 1. dictionary based classifiers
Time series classification (TSC) is the problem of learning labels from ...
research
∙
11/01/2018
Can automated smoothing significantly improve benchmark time series classification algorithms?
tl;dr: no, it cannot, at least not on average on the standard archive pr...
research
∙
10/31/2018
The UEA multivariate time series classification archive, 2018
In 2002, the UCR time series classification archive was first released w...
research
∙
09/18/2018
From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers
A family of algorithms for time series classification (TSC) involve runn...
research
∙
10/25/2017
The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts
Building classification models is an intrinsically practical exercise th...
research
∙
03/28/2017